diff --git a/datafusion-postgres/src/handlers.rs b/datafusion-postgres/src/handlers.rs
index ea5c953..3eb5e5a 100644
--- a/datafusion-postgres/src/handlers.rs
+++ b/datafusion-postgres/src/handlers.rs
@@ -19,10 +19,10 @@ use pgwire::api::{ClientInfo, ErrorHandler, PgWireServerHandlers, Type};
 use pgwire::error::{PgWireError, PgWireResult};
 use pgwire::types::format::FormatOptions;
 
-use crate::client;
 use crate::hooks::set_show::SetShowHook;
 use crate::hooks::transactions::TransactionStatementHook;
 use crate::hooks::QueryHook;
+use crate::{client, planner};
 use arrow_pg::datatypes::df;
 use arrow_pg::datatypes::{arrow_schema_to_pg_fields, into_pg_type};
 use datafusion_pg_catalog::sql::PostgresCompatibilityParser;
@@ -215,8 +215,7 @@ impl ExtendedQueryHandler for DfSessionService {
         if !self.query_hooks.is_empty() {
             if let (_, Some((statement, plan))) = &portal.statement.statement {
                 // TODO: in the case where query hooks all return None, we do the param handling again later.
-                let param_types = plan
-                    .get_parameter_types()
+                let param_types = planner::get_inferred_parameter_types(plan)
                     .map_err(|e| PgWireError::ApiError(Box::new(e)))?;
 
                 let param_values: ParamValues =
@@ -240,8 +239,7 @@ impl ExtendedQueryHandler for DfSessionService {
         }
 
         if let (_, Some((statement, plan))) = &portal.statement.statement {
-            let param_types = plan
-                .get_parameter_types()
+            let param_types = planner::get_inferred_parameter_types(plan)
                 .map_err(|e| PgWireError::ApiError(Box::new(e)))?;
 
             let param_values =
@@ -381,8 +379,7 @@ impl QueryParser for Parser {
 
     fn get_parameter_types(&self, stmt: &Self::Statement) -> PgWireResult<Vec<Type>> {
         if let (_, Some((_, plan))) = stmt {
-            let params = plan
-                .get_parameter_types()
+            let params = planner::get_inferred_parameter_types(plan)
                 .map_err(|e| PgWireError::ApiError(Box::new(e)))?;
 
             let mut param_types = Vec::with_capacity(params.len());
diff --git a/datafusion-postgres/src/lib.rs b/datafusion-postgres/src/lib.rs
index a83dfcb..1d1bb66 100644
--- a/datafusion-postgres/src/lib.rs
+++ b/datafusion-postgres/src/lib.rs
@@ -2,6 +2,7 @@ pub mod auth;
 pub(crate) mod client;
 mod handlers;
 pub mod hooks;
+mod planner;
 #[cfg(any(test, debug_assertions))]
 pub mod testing;
 
diff --git a/datafusion-postgres/src/planner.rs b/datafusion-postgres/src/planner.rs
new file mode 100644
index 0000000..db33ef7
--- /dev/null
+++ b/datafusion-postgres/src/planner.rs
@@ -0,0 +1,67 @@
+use std::collections::{HashMap, HashSet};
+
+use datafusion::arrow::datatypes::DataType;
+use datafusion::common::tree_node::{TreeNode, TreeNodeRecursion};
+use datafusion::error::Result;
+use datafusion::logical_expr::LogicalPlan;
+use datafusion::prelude::Expr;
+
+fn extract_placeholder_cast_types(plan: &LogicalPlan) -> Result<HashMap<String, Option<DataType>>> {
+    let mut placeholder_types = HashMap::new();
+    let mut casted_placeholders = HashSet::new();
+
+    plan.apply(|node| {
+        for expr in node.expressions() {
+            let _ = expr.apply(|e| {
+                if let Expr::Cast(cast) = e {
+                    if let Expr::Placeholder(ph) = &*cast.expr {
+                        placeholder_types.insert(ph.id.clone(), Some(cast.data_type.clone()));
+                        casted_placeholders.insert(ph.id.clone());
+                    }
+                }
+
+                if let Expr::Placeholder(ph) = e {
+                    if !casted_placeholders.contains(&ph.id)
+                        && !placeholder_types.contains_key(&ph.id)
+                    {
+                        placeholder_types.insert(ph.id.clone(), None);
+                    }
+                }
+
+                Ok(TreeNodeRecursion::Continue)
+            });
+        }
+        Ok(TreeNodeRecursion::Continue)
+    })?;
+
+    Ok(placeholder_types)
+}
+
+pub fn get_inferred_parameter_types(
+    plan: &LogicalPlan,
+) -> Result<HashMap<String, Option<DataType>>> {
+    let param_types = plan.get_parameter_types()?;
+
+    let has_none = param_types.values().any(|v| v.is_none());
+
+    if !has_none {
+        Ok(param_types)
+    } else {
+        let cast_types = extract_placeholder_cast_types(plan)?;
+
+        let mut merged = param_types;
+
+        for (id, opt_type) in cast_types {
+            merged
+                .entry(id)
+                .and_modify(|existing| {
+                    if existing.is_none() {
+                        *existing = opt_type.clone();
+                    }
+                })
+                .or_insert(opt_type);
+        }
+
+        Ok(merged)
+    }
+}